The tools are largely distinct: search_images handles image lookup, search_references handles textual content, extract_tokens handles live site analysis, and prepare_references handles validation. However, design_search_styles blends image and web search for style-specific queries, which overlaps with the first two but is differentiated by its focus on aesthetic direction like color palettes and typography.

All tools follow a consistent design_<verb>_<noun> pattern with snake_case and clear verbs (search, extract, prepare). No variation in casing or verb style, making the naming predictable and easy to navigate.

With 5 tools, the server is well-scoped for a design inspiration use case. Each tool serves a distinct purpose—searching visuals, text, styles, extracting tokens, and preparing references—without unnecessary bloat or minimal coverage.

The surface covers the core workflow: search for inspiration (images, references, styles), extract tokens from a chosen site, and prepare references for use. Minor gaps exist, such as no explicit tool to fetch or save a specific reference beyond token extraction, but the primary use cases are well covered.